Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9195402 0.9902456 0.9615916 0.0595412 0.9155212
bt 0.7885057 0.8404568 0.9626562 0.1644682 0.5056916
maxnet 0.6620690 0.7576007 0.9631674 0.2192010 0.4350301
gam 0.7229885 0.7649986 0.9542073 0.1799160 0.4102950
glm 0.6747126 0.7088106 0.7607708 0.1965111 0.3795461

Variable Importance

Partial Dependence